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CategoryWeight: 1.0x
Performance Efficiency
Tests whether generated code uses efficient algorithms and avoids unnecessary computation, memory allocation, and I/O.
Best Score
0.0Avg Score
0.0Tests
3Performance Over Time — All Models
Model Rankings
Test Breakdown
Algorithm Complexity
Solve a problem in O(n log n) instead of naive O(n^2)
Claude Opus 4.8
94.0Grok 4.5
94.0GPT-5.5
92.3Claude Sonnet 4.6
33.3Memory-efficient Processing
Process a large file using streaming instead of loading into memory
Claude Opus 4.8
94.0Grok 4.5
94.0GPT-5.5
92.3Claude Sonnet 4.6
33.3Query Optimization
Write database queries that use indexes and avoid N+1 patterns
Claude Opus 4.8
94.0Grok 4.5
94.0GPT-5.5
92.3Claude Sonnet 4.6
33.3